Dataset Versions

v21

luan van

Generated on Sep 11, 2024

Dataset Split

Train Set 88%
5262Images
Valid Set 8%
493Images
Test Set 4%
245Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
Grayscale: Apply to 15% of images
Hue: Between -30° and +30°
Saturation: Between -30% and +30%
Brightness: Between 0% and +15%
Exposure: Between -10% and +10%
Noise: Up to 2% of pixels
Bounding Box: Brightness: Between 0% and +15%
Bounding Box: Exposure: Between -10% and +10%

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